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This is a known issue regarding Postgres optimization. If the distinct values are few - like in your case - and you are in 8.4+ version, a very fast workaround using a recursive query is described here: Loose Indexscan. Your query could be rewritten (the LATERAL needs 9.3+ version): WITH RECURSIVE pa AS ( ( SELECT labelDate FROM pages ORDER BY labelDate ...

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